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AI and ML Techniques in Image Processing and Object Detection

Name: AI and ML Techniques in Image Processing and Object Detection
Brand: Springer, Berlin
SKU: 9789819674442
Price: 1080.15 RON
Availability: InStock

Autor: Sandeep Chand Kumain, Maheep Singh, Lalit Kumar Awasthi, Raj Singh

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Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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This book highlights the evolution and interdisciplinary approach of AI and ML in image processing,...

Informații despre carte

Autor

Sandeep Chand Kumain, Maheep Singh, Lalit Kumar Awasthi, Raj Singh

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2025

Pagini

280

EAN

9789819674442

Enbook ID

48553403

Editura

Springer, Berlin

Greutate

530

Dimensiuni

155 x 235

Descriere completă

This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems.